{"id":"https://openalex.org/W3192053439","doi":"https://doi.org/10.1109/access.2021.3094663","title":"Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment","display_name":"Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3192053439","doi":"https://doi.org/10.1109/access.2021.3094663","mag":"3192053439"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3094663","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3094663","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09474332.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09474332.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015440023","display_name":"Ilyass Abouelaziz","orcid":"https://orcid.org/0000-0001-7208-2509"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ilyass Abouelaziz","raw_affiliation_strings":["L@bisen, Yncrea Ouest, Brest, France"],"affiliations":[{"raw_affiliation_string":"L@bisen, Yncrea Ouest, Brest, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031504099","display_name":"Aladine Chetouani","orcid":"https://orcid.org/0000-0002-2066-4707"},"institutions":[{"id":"https://openalex.org/I4210096782","display_name":"Laboratoire Pluridisciplinaire de Recherche en Ing\u00e9nierie des Syst\u00e8mes, M\u00e9canique et Energ\u00e9tique","ror":"https://ror.org/00sbth994","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12449238","https://openalex.org/I4210096782","https://openalex.org/I4210143826"]},{"id":"https://openalex.org/I12449238","display_name":"Universit\u00e9 d'Orl\u00e9ans","ror":"https://ror.org/014zrew76","country_code":"FR","type":"education","lineage":["https://openalex.org/I12449238"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aladine Chetouani","raw_affiliation_strings":["Laboratoire PRISME, Universit\u00e9 d\u2019Orl\u00e9ans, Orleans, France","Laboratoire PRISME, Universit\u00e9 d'Orl\u00e9ans, Orleans, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire PRISME, Universit\u00e9 d\u2019Orl\u00e9ans, Orleans, France","institution_ids":["https://openalex.org/I12449238","https://openalex.org/I4210096782"]},{"raw_affiliation_string":"Laboratoire PRISME, Universit\u00e9 d'Orl\u00e9ans, Orleans, France","institution_ids":["https://openalex.org/I12449238","https://openalex.org/I4210096782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046609840","display_name":"Mohammed El Hassouni","orcid":"https://orcid.org/0000-0002-6741-4799"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed El Hassouni","raw_affiliation_strings":["FLSH, Mohammed V University in Rabat, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"FLSH, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006125158","display_name":"Hocine Cherifi","orcid":"https://orcid.org/0000-0001-9124-4921"},"institutions":[{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hocine Cherifi","raw_affiliation_strings":["LIB EA 7534, University of Burgundy, Dijon, France"],"affiliations":[{"raw_affiliation_string":"LIB EA 7534, University of Burgundy, Dijon, France","institution_ids":["https://openalex.org/I177064439"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064854962","display_name":"Longin Jan Latecki","orcid":"https://orcid.org/0000-0002-5102-8244"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Longin Jan Latecki","raw_affiliation_strings":["Temple University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015440023"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":595,"currency":"EUR","value_usd":641},"fwci":0.9685,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.77585508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"108200","last_page":"108211"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7906827926635742},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.684921145439148},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.6846182942390442},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6256288290023804},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5647926926612854},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5528410077095032},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.536307692527771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5053877830505371},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49415257573127747},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2977524399757385}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7906827926635742},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.684921145439148},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.6846182942390442},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6256288290023804},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5647926926612854},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5528410077095032},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.536307692527771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5053877830505371},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49415257573127747},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2977524399757385}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2021.3094663","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3094663","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09474332.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03553568v1","is_oa":false,"landing_page_url":"https://univ-orleans.hal.science/hal-03553568","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2021, 9, pp.108200-108211. &#x27E8;10.1109/ACCESS.2021.3094663&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-03560124v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03560124","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2021, 9, pp.108200-108211. &#x27E8;10.1109/ACCESS.2021.3094663&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:135a631389434023ad12677bf6ac23c6","is_oa":true,"landing_page_url":"https://doaj.org/article/135a631389434023ad12677bf6ac23c6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 108200-108211 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3094663","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3094663","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09474332.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3192053439.pdf","grobid_xml":"https://content.openalex.org/works/W3192053439.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W139454667","https://openalex.org/W1523815711","https://openalex.org/W1540130673","https://openalex.org/W1540476185","https://openalex.org/W1541725035","https://openalex.org/W1597001818","https://openalex.org/W1963545760","https://openalex.org/W1976951250","https://openalex.org/W2006502673","https://openalex.org/W2006904655","https://openalex.org/W2010470479","https://openalex.org/W2023661891","https://openalex.org/W2042156032","https://openalex.org/W2071795107","https://openalex.org/W2085518012","https://openalex.org/W2107902126","https://openalex.org/W2127898833","https://openalex.org/W2135957668","https://openalex.org/W2141369342","https://openalex.org/W2141987625","https://openalex.org/W2149273723","https://openalex.org/W2156921260","https://openalex.org/W2158787690","https://openalex.org/W2161123186","https://openalex.org/W2167503995","https://openalex.org/W2169371923","https://openalex.org/W2295382923","https://openalex.org/W2462631075","https://openalex.org/W2469033579","https://openalex.org/W2609335210","https://openalex.org/W2611346451","https://openalex.org/W2614934572","https://openalex.org/W2767136499","https://openalex.org/W2789257827","https://openalex.org/W2799456501","https://openalex.org/W2884643962","https://openalex.org/W2888162262","https://openalex.org/W2889335804","https://openalex.org/W2907492528","https://openalex.org/W2919115771","https://openalex.org/W2964228184","https://openalex.org/W2969468096","https://openalex.org/W2980780662","https://openalex.org/W2996855898","https://openalex.org/W2997463005","https://openalex.org/W3005136217","https://openalex.org/W3009684847","https://openalex.org/W3009711839","https://openalex.org/W3015279878","https://openalex.org/W3015337948","https://openalex.org/W3015751022","https://openalex.org/W3022549875","https://openalex.org/W3023338037","https://openalex.org/W3037401511","https://openalex.org/W3045587694","https://openalex.org/W3049136406","https://openalex.org/W3081293567","https://openalex.org/W3087831856","https://openalex.org/W3089343273","https://openalex.org/W3090141791","https://openalex.org/W3128792621","https://openalex.org/W4210257598","https://openalex.org/W4211253871","https://openalex.org/W4230938240","https://openalex.org/W4243723963","https://openalex.org/W4299286326","https://openalex.org/W6605591771","https://openalex.org/W6631418972","https://openalex.org/W6632279874","https://openalex.org/W6790899572"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W3108503355","https://openalex.org/W3090555870","https://openalex.org/W4226420367","https://openalex.org/W2962876041","https://openalex.org/W3134502938","https://openalex.org/W4401096132","https://openalex.org/W2899027234","https://openalex.org/W3120400911"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,15,42,47,57,71],"new":[4],"method":[5],"for":[6,106],"blind":[7],"mesh":[8,39,108],"visual":[9,31,117],"quality":[10,88,109],"assessment":[11,110],"(MVQA)":[12],"based":[13],"on":[14,99],"graph":[16,43,59],"convolutional":[17,60,67],"network.":[18,61],"For":[19],"that,":[20],"we":[21],"address":[22],"the":[23,29,37,76,83,87,92,107,121,127,132,135],"node":[24],"classification":[25],"problem":[26],"to":[27,56,74,119],"predict":[28],"perceived":[30],"quality.":[32],"First,":[33],"two":[34,66],"matrices":[35,51],"representing":[36],"3D":[38],"are":[40,52,97],"considered:":[41],"adjacency":[44],"matrix":[45],"and":[46,116],"feature":[48,78],"matrix.":[49],"Both":[50],"used":[53],"as":[54],"input":[55],"shallow":[58],"The":[62],"network":[63],"consists":[64],"of":[65,134],"layers":[68],"followed":[69],"by":[70],"max-pooling":[72],"layer":[73],"provide":[75],"final":[77],"representation.":[79],"With":[80],"this":[81],"structure,":[82],"Softmax":[84],"classifier":[85],"predicts":[86],"score":[89],"category":[90],"without":[91],"reference":[93],"mesh's":[94],"availability.":[95],"Experiments":[96],"conducted":[98],"four":[100],"publicly":[101],"available":[102],"databases":[103],"constructed":[104],"explicitly":[105],"task.":[111],"We":[112],"investigate":[113],"several":[114],"perceptual":[115],"features":[118],"select":[120],"most":[122],"effective":[123],"combination.":[124],"Comparisons":[125],"with":[126],"state-of-the-art":[128],"alternative":[129],"methods":[130],"show":[131],"effectiveness":[133],"proposed":[136],"framework.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2021-08-16T00:00:00"}
